ATE221669T1 - ADAPTIVE ATTENUATION METHOD FOR REDUCING SEISMIC NOISE AND INTERFERENCE - Google Patents

ADAPTIVE ATTENUATION METHOD FOR REDUCING SEISMIC NOISE AND INTERFERENCE

Info

Publication number
ATE221669T1
ATE221669T1 AT99922354T AT99922354T ATE221669T1 AT E221669 T1 ATE221669 T1 AT E221669T1 AT 99922354 T AT99922354 T AT 99922354T AT 99922354 T AT99922354 T AT 99922354T AT E221669 T1 ATE221669 T1 AT E221669T1
Authority
AT
Austria
Prior art keywords
interference
noise
seismic
response
robustness
Prior art date
Application number
AT99922354T
Other languages
German (de)
Inventor
Ali Oezbek
Original Assignee
Schlumberger Holdings
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Schlumberger Holdings filed Critical Schlumberger Holdings
Application granted granted Critical
Publication of ATE221669T1 publication Critical patent/ATE221669T1/en

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V1/00Seismology; Seismic or acoustic prospecting or detecting
    • G01V1/28Processing seismic data, e.g. analysis, for interpretation, for correction
    • G01V1/36Effecting static or dynamic corrections on records, e.g. correcting spread; Correlating seismic signals; Eliminating effects of unwanted energy
    • G01V1/364Seismic filtering
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01VGEOPHYSICS; GRAVITATIONAL MEASUREMENTS; DETECTING MASSES OR OBJECTS; TAGS
    • G01V2210/00Details of seismic processing or analysis
    • G01V2210/30Noise handling
    • G01V2210/32Noise reduction
    • G01V2210/324Filtering
    • G01V2210/3246Coherent noise, e.g. spatially coherent or predictable

Abstract

A method relating to filtering coherent noise and interference from seismic data by constrained adaptive beamforming is described using a constraint design methodology which allows the imposition of an arbitrary predesigned quiescent response on the beamformer. The method also makes sure that the beamformer response in selected regions of the frequency-wavenumber space is entirely controlled by this quiescent response, hence ensuring signal preservation and robustness to perturbations. Built-in regularization brings an additional degree of robustness. Seismic signals with arbitrary spectral content in the frequency-wavenumber domain are preserved, while coherent noise and interference that is temporally and spatially nonstationary is adaptively filtered. The approach is applicable to attenuation of all types of coherent noise in seismic data including swell-noise, bulge-wave noise, ground-roll, air wave, seismic vessel and rig interference, etc. It is applicable to both linear or areal arrays.
AT99922354T 1998-05-20 1999-05-18 ADAPTIVE ATTENUATION METHOD FOR REDUCING SEISMIC NOISE AND INTERFERENCE ATE221669T1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
GB9810708A GB2337591B (en) 1998-05-20 1998-05-20 Adaptive seismic noise and interference attenuation method
PCT/GB1999/001582 WO1999060423A1 (en) 1998-05-20 1999-05-18 Adaptive seismic noise and interference attenuation method

Publications (1)

Publication Number Publication Date
ATE221669T1 true ATE221669T1 (en) 2002-08-15

Family

ID=10832300

Family Applications (1)

Application Number Title Priority Date Filing Date
AT99922354T ATE221669T1 (en) 1998-05-20 1999-05-18 ADAPTIVE ATTENUATION METHOD FOR REDUCING SEISMIC NOISE AND INTERFERENCE

Country Status (17)

Country Link
US (2) US6446008B1 (en)
EP (1) EP1082623B1 (en)
CN (1) CN1203324C (en)
AT (1) ATE221669T1 (en)
AU (1) AU759810B2 (en)
BR (1) BR9911035B1 (en)
CA (1) CA2332374C (en)
DE (1) DE69902386T2 (en)
DK (1) DK1082623T3 (en)
EA (1) EA002508B1 (en)
ES (1) ES2181432T3 (en)
GB (1) GB2337591B (en)
ID (1) ID28018A (en)
NO (1) NO332104B1 (en)
NZ (1) NZ508139A (en)
OA (1) OA11771A (en)
WO (1) WO1999060423A1 (en)

Families Citing this family (124)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB2337591B (en) * 1998-05-20 2000-07-12 Geco As Adaptive seismic noise and interference attenuation method
GB9810706D0 (en) * 1998-05-20 1998-07-15 Geco As Marine seismic acquisition system and method
GB9906995D0 (en) 1998-09-16 1999-05-19 Geco Prakla Uk Ltd Seismic detection apparatus and related method
US6725164B1 (en) * 1999-03-17 2004-04-20 Input/Output, Inc. Hydrophone assembly
US7228236B2 (en) * 2000-01-06 2007-06-05 Lockheed Martin Corporation Subarray matching beamformer apparatus and method
WO2001053854A1 (en) 2000-01-21 2001-07-26 Schlumberger Holdings Limited System and method for seismic wavefield separation
US6381544B1 (en) 2000-07-19 2002-04-30 Westerngeco, L.L.C. Deterministic cancellation of air-coupled noise produced by surface seimic sources
US6748329B2 (en) * 2000-12-08 2004-06-08 Halliburton Energy Services, Inc. Acoustic signal processing method using array coherency
US6885338B2 (en) * 2000-12-29 2005-04-26 Lockheed Martin Corporation Adaptive digital beamformer coefficient processor for satellite signal interference reduction
GB2376527B (en) * 2001-06-16 2004-12-15 Westerngeco Ltd A method of processing data
US6603427B2 (en) * 2001-06-27 2003-08-05 Raytheon Company System and method for forming a beam and creating nulls with an adaptive array antenna using antenna excision and orthogonal Eigen-weighting
GB2387225B (en) 2001-12-22 2005-06-15 Westerngeco As A method of seismic surveying and a seismic surveying arrangement
GB2383414B (en) * 2001-12-22 2005-07-13 Westerngeco Ltd A method of and apparatus for processing seismic data
ATE537469T1 (en) * 2002-03-20 2011-12-15 Inova Ltd ADAPTIVE FILTERING DEVICE AND METHOD FOR COLLECTING SEISMIC DATA
US6763304B2 (en) * 2002-05-21 2004-07-13 Pgs Americas, Inc. Method for processing seismic data to attenuate multiples
US6691039B1 (en) * 2002-08-30 2004-02-10 John M. Robinson Removal of noise from seismic data using improved radon transformations
US7366054B1 (en) 2002-08-30 2008-04-29 John M. Robinson Tau-P filters for removal of noise from seismic data
GB2396013B (en) * 2002-12-04 2006-03-08 Westerngeco Seismic Holdings Processing seismic data
US6829537B2 (en) * 2003-03-10 2004-12-07 Conocophillips Company Contour-based attribute seismic mapping
US7778110B2 (en) * 2003-03-26 2010-08-17 Westerngeco L.L.C. Processing seismic data representative of the acceleration wavefield
US7437397B1 (en) * 2003-04-10 2008-10-14 At&T Intellectual Property Ii, L.P. Apparatus and method for correlating synchronous and asynchronous data streams
US6956790B2 (en) * 2003-04-25 2005-10-18 Schlumberger Technology Corporation Borehole sonic data processing method
US6950371B2 (en) 2003-05-20 2005-09-27 Chevron U.S.A. Inc. Method for signal-to-noise ratio enhancement of seismic data using frequency dependent true relative amplitude noise attenuation
GB2409899B (en) * 2004-01-09 2006-03-22 Westerngeco Ltd Seismic acquisition and filtering
GB2411473B (en) 2004-02-27 2006-05-31 Westerngeco Ltd Method and apparatus for filtering irregularly sampled data
CN1954239B (en) 2004-05-04 2010-12-08 维斯特恩格科地震控股有限公司 Enhancing the acquisition and processing of low frequencies for sub-salt imaging
CN100349007C (en) * 2004-12-29 2007-11-14 中国石油天然气集团公司 Method for eliminating single frequency interference in signal of seismological record
CN100349004C (en) * 2004-12-29 2007-11-14 中国石油天然气集团公司 Method for pressing regular noise in 3D earthquake data before superposition
US7239578B2 (en) * 2005-03-03 2007-07-03 John M. Robinson Removal of noise from seismic data using radon transformations
US7561491B2 (en) * 2005-03-04 2009-07-14 Robinson John M Radon transformations for removal of noise from seismic data
US7616525B2 (en) * 2005-07-25 2009-11-10 Westerngeco L.L.C. Method and apparatus for attenuation wind noise in seismic data
US7333392B2 (en) * 2005-09-19 2008-02-19 Saudi Arabian Oil Company Method for estimating and reconstructing seismic reflection signals
US20070104028A1 (en) * 2005-11-04 2007-05-10 Dirk-Jan Van Manen Construction and removal of scattered ground roll using interferometric methods
US7881501B2 (en) * 2005-12-13 2011-02-01 Calgary Scientific Inc. Local dominant wave-vector analysis of seismic data
US8050867B2 (en) 2006-05-03 2011-11-01 Exxonmobil Upstream Research Co. Data adaptive vibratory source acquisition method
US7466625B2 (en) * 2006-06-23 2008-12-16 Westerngeco L.L.C. Noise estimation in a vector sensing streamer
US7379386B2 (en) * 2006-07-12 2008-05-27 Westerngeco L.L.C. Workflow for processing streamer seismic data
GB2441344B (en) * 2006-08-31 2009-11-04 Westerngeco Seismic Holdings Zero-offset seismic trace construction and its use
US7508734B2 (en) * 2006-12-04 2009-03-24 Halliburton Energy Services, Inc. Method and apparatus for acoustic data transmission in a subterranean well
US7835223B2 (en) * 2006-12-21 2010-11-16 Westerngeco L.L.C. Removing noise from seismic data obtained from towed seismic sensors
US20080151689A1 (en) * 2006-12-21 2008-06-26 Nicolas Goujon Removing vibration noise from seismic data obtained from towed seismic sensors
US20080159074A1 (en) * 2006-12-27 2008-07-03 Magnitude Spas System and method for quality control of noisy data
US8593907B2 (en) * 2007-03-08 2013-11-26 Westerngeco L.L.C. Technique and system to cancel noise from measurements obtained from a multi-component streamer
EP2153249A1 (en) 2007-05-24 2010-02-17 Geco Technology B.V. Near surface layer modeling
US7843765B2 (en) * 2007-08-09 2010-11-30 Westerngeco L.L.C. Attenuating a surface seismic wave
US20090092003A1 (en) * 2007-10-08 2009-04-09 Nicolas Goujon Controlling a seismic survey to reduce the effects of vibration noise
US8730761B2 (en) * 2007-12-17 2014-05-20 Westerngeco L.L.C. Attenuating noise in seismic data
CA2712439C (en) * 2008-03-28 2016-07-26 Exxonmobil Upstream Research Company Characterizing spatial variablility of surface waves in seismic processing
CN101551465B (en) * 2008-04-03 2011-04-20 中国石油天然气集团公司 Method for adaptively recognizing and eliminating seismic exploration single-frequency interference
WO2010019314A1 (en) * 2008-08-11 2010-02-18 Exxonmobil Upstream Research Company Removal of surface-wave noise in seismic data
US8509027B2 (en) * 2008-11-26 2013-08-13 Westerngeco L.L.C. Continuous adaptive surface wave analysis for three-dimensional seismic data
US8174927B2 (en) 2008-12-17 2012-05-08 Westerngeco L.L.C. Method for optimizing acoustic source array performance
US8094515B2 (en) * 2009-01-07 2012-01-10 Westerngeco L.L.C. Seismic data visualizations
US8164983B2 (en) 2009-03-06 2012-04-24 Johnson David A Fish finder
CN101930081B (en) * 2009-06-26 2012-05-30 中国石油集团东方地球物理勘探有限责任公司 Automatic identification and suppression method of single-frequency interference in seismic records
US20110075514A1 (en) * 2009-09-29 2011-03-31 Schlumberger Technology Corporation Apparatus and methods for attenuating seismic noise associated with atmospheric pressure fluctuations
GB2474303B (en) * 2009-10-12 2012-02-08 Geco Technology Bv Noise filtering of seismic data
US8773949B2 (en) * 2009-11-03 2014-07-08 Westerngeco L.L.C. Removing noise from a seismic measurement
US8612158B2 (en) 2010-05-06 2013-12-17 Westerngeco L.L.C. Seismic interference noise elimination
IL206008A0 (en) * 2010-05-27 2011-02-28 Amir Meir Zilbershtain Transmit receive interference cancellation
US20110304504A1 (en) * 2010-06-10 2011-12-15 Nec Laboratories America, Inc. Adaptive Beamforming
GB2482538B (en) 2010-08-06 2013-10-16 Geco Technology Bv Seismic acquisition and filtering
US9448317B2 (en) * 2010-08-19 2016-09-20 Pgs Geophysical As Method for swell noise detection and attenuation in marine seismic surveys
US8625389B2 (en) * 2010-10-01 2014-01-07 Westerngeco L.L.C. System and technique to suppress the acquisition of torque noise on a multi-component streamer
WO2012048192A2 (en) * 2010-10-07 2012-04-12 Schlumberger Canada Limited Ultrasonic telemetry and power transmission through subsea riser casing wall
US8995223B2 (en) * 2010-10-13 2015-03-31 The Petroleum Institute Method for removing Scholte waves and similar ground roll type waves from seismic sea bottom data shallow waters
CN102478664B (en) * 2010-11-23 2013-09-04 中国石油天然气集团公司 Spatial sampling interval determining method without polluting effective signals
US8614580B2 (en) 2010-12-13 2013-12-24 Westerngeco L.L.C. Dynamically activating different subsets of a plurality of electrodes
US8963549B2 (en) 2010-12-13 2015-02-24 Westerngeco L.L.C. Electromagnetic measurements using a group of two or more electromagnetic receivers
US9128206B2 (en) * 2010-12-23 2015-09-08 Westerngeco L.L.C. Removing noise from a seismic measurement
JP5817366B2 (en) * 2011-09-12 2015-11-18 沖電気工業株式会社 Audio signal processing apparatus, method and program
US9541659B2 (en) 2011-11-18 2017-01-10 Westerngeco L.L.C. Noise removal from 3D seismic representation
CN104204652B (en) * 2012-03-30 2018-12-14 亮锐控股有限公司 The two-way divergent lens of molded of the pre-rotation of lead frame framework for stretching, extension
US9638816B2 (en) 2012-04-23 2017-05-02 Westerngeco L.L.C. Attenuating noise acquired in an energy measurement
US9348050B2 (en) 2012-05-23 2016-05-24 Exxonmobil Upstream Research Company Near-surface noise prediction and removal for data recorded with simultaneous seismic sources
US9091784B2 (en) 2012-06-15 2015-07-28 Westerngeco L.L.C. Determining an output representing a target structure based on encoded source and receiver data
KR101405704B1 (en) * 2012-11-23 2014-06-13 중앙대학교 산학협력단 Nond-destructive system and method for determining surface-wave velocities
US10338250B2 (en) 2013-03-14 2019-07-02 Pgs Geophysical As Method of removing incoherent noise
US9846247B2 (en) * 2013-03-15 2017-12-19 Pgs Geophysical As Methods and systems for interpolation of multi-component seismic data collected in a marine environment
US10509139B2 (en) 2013-03-19 2019-12-17 Westerngeco L.L.C. Removing noise from a seismic measurement
US20150198729A1 (en) * 2014-01-13 2015-07-16 Cgg Services Sa Regularization of spatially aliased seismic data
WO2015128732A2 (en) 2014-02-25 2015-09-03 Cgg Services Sa Subterranean formation monitoring using frequency domain weighted analysis
US9841518B2 (en) 2014-02-26 2017-12-12 Schlumberger Technology Corporation Noise attenuation
US10338253B2 (en) * 2014-06-16 2019-07-02 Pgs Geophysical As Method of suppressing spectral artefacts of wavefield decomposition caused by imperfect extrapolation
US10317547B2 (en) 2014-10-15 2019-06-11 Schlumberger Technology Corporation Noise model estimation in multimeasurement data
US9720121B2 (en) 2015-01-28 2017-08-01 Baker Hughes Incorporated Devices and methods for downhole acoustic imaging
US9933535B2 (en) 2015-03-11 2018-04-03 Schlumberger Technology Corporation Determining a fracture type using stress analysis
CA2984786C (en) * 2015-05-01 2024-02-13 Schlumberger Canada Limited Marine vibrator directive source survey
WO2016179206A1 (en) 2015-05-05 2016-11-10 Schlumberger Technology Corporation Removal of acquisition effects from marine seismic data
MX2017013034A (en) 2015-06-26 2017-12-08 Halliburton Energy Services Inc Continuous beamforming while moving: method to reduce spatial aliasing in leak detection.
WO2017035490A1 (en) * 2015-08-26 2017-03-02 Conocophillips Company Optimal survey design
RU2737846C2 (en) * 2015-12-02 2020-12-03 Шлюмбергер Текнолоджи Б.В. System for installing ground-based seismic sensors with pairs of adjacent multicomponent seismic sensors at an average distance of at least twenty meters
CN106908836B (en) * 2015-12-23 2019-03-15 中国石油天然气股份有限公司 Acquisition footprint drawing method and system
CN105527618B (en) * 2016-02-26 2017-09-15 中国矿业大学(北京) A kind of buried target effective signal enhancing method of GPR
AU2017246520B2 (en) 2016-04-07 2022-04-07 Bp Exploration Operating Company Limited Detecting downhole events using acoustic frequency domain features
BR112018070565A2 (en) 2016-04-07 2019-02-12 Bp Exploration Operating Company Limited downhole event detection using acoustic frequency domain characteristics
US10863424B2 (en) * 2016-04-27 2020-12-08 Telefonaktiebolaget Lm Ericsson (Publ) Technique for transmitting discovery-related signals from a transmission point to a user equipment
US10775522B2 (en) 2016-06-15 2020-09-15 Schlumberger Technology Corporation Systems and methods for attenuating noise in seismic data and reconstructing wavefields based on the seismic data
US10182290B2 (en) 2017-02-23 2019-01-15 Microsoft Technology Licensing, Llc Covariance matrix estimation with acoustic imaging
WO2018178279A1 (en) 2017-03-31 2018-10-04 Bp Exploration Operating Company Limited Well and overburden monitoring using distributed acoustic sensors
WO2019038401A1 (en) 2017-08-23 2019-02-28 Bp Exploration Operating Company Limited Detecting downhole sand ingress locations
CN109507731A (en) * 2017-09-15 2019-03-22 中国石油化工股份有限公司 Machine noise drawing method and system in seismic prospecting record
US11333636B2 (en) 2017-10-11 2022-05-17 Bp Exploration Operating Company Limited Detecting events using acoustic frequency domain features
WO2019132975A1 (en) * 2017-12-29 2019-07-04 Halliburton Energy Services, Inc. Systems and methods to utilize sensors to provide spatial rosolution in downhole leak detection
CN108680959A (en) * 2018-05-16 2018-10-19 中国海洋石油集团有限公司 A kind of adaptive ship disturbance suppression method
US11249214B2 (en) 2018-05-30 2022-02-15 Saudi Arabian Oil Company Noise suppression of seafloor geophone seismic data
WO2020029015A1 (en) * 2018-08-06 2020-02-13 南方科技大学 Artificial source surface wave exploration method, surface wave exploration device and terminal device
CN110879417B (en) * 2018-09-05 2022-12-23 中国石油化工集团有限公司 Design method of autonomous scanning observation system for reducing adjacent shot coherence
CN109474258B (en) * 2018-11-16 2022-02-25 哈尔滨理工大学 Nuclear parameter optimization method of random Fourier feature kernel LMS (least mean square) based on nuclear polarization strategy
EP3887649A2 (en) 2018-11-29 2021-10-06 BP Exploration Operating Company Limited Event detection using das features with machine learning
GB201820331D0 (en) 2018-12-13 2019-01-30 Bp Exploration Operating Co Ltd Distributed acoustic sensing autocalibration
US11573344B2 (en) 2018-12-19 2023-02-07 Pgs Geophysical As Removing electromagnetic crosstalk noise from seismic data
CN111551993B (en) * 2019-02-12 2023-04-07 中国石油天然气股份有限公司 Method and device for suppressing ringing
CN110688715A (en) * 2019-09-19 2020-01-14 湖北工业大学 Variable-crown roller type self-adaptive design method based on genetic algorithm
CA3154435C (en) 2019-10-17 2023-03-28 Lytt Limited Inflow detection using dts features
EP4045766A1 (en) 2019-10-17 2022-08-24 Lytt Limited Fluid inflow characterization using hybrid das/dts measurements
WO2021093974A1 (en) 2019-11-15 2021-05-20 Lytt Limited Systems and methods for draw down improvements across wellbores
CN111175826B (en) * 2020-01-15 2022-03-08 大庆油田有限责任公司 Seismic data coherent noise suppression quality control method
US11320557B2 (en) 2020-03-30 2022-05-03 Saudi Arabian Oil Company Post-stack time domain image with broadened spectrum
CA3180595A1 (en) 2020-06-11 2021-12-16 Lytt Limited Systems and methods for subterranean fluid flow characterization
EP4168647A1 (en) 2020-06-18 2023-04-26 Lytt Limited Event model training using in situ data
CN111736224B (en) * 2020-07-14 2021-04-20 西安交通大学 Method, storage medium and equipment for suppressing linear interference of pre-stack seismic data
CN112198548B (en) * 2020-10-09 2024-01-30 地球脉动(无锡)科技有限公司 Two-dimensional unsteady convolution filter model building method
US11796699B2 (en) 2021-08-24 2023-10-24 Saudi Arabian Oil Company System and methods for determining a converted wave attenuated vertical seismic profile of a hydrocarbon reservoir

Family Cites Families (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0066423B1 (en) * 1981-05-29 1988-01-13 Britoil Plc Method of determining the signatures of arrays of marine seismic sources, and of accumulating data for use in such methods
US4556962A (en) 1981-08-03 1985-12-03 Bernard Widrow Seismic exploration method and apparatus for cancelling interference from seismic vibration source
US4955012A (en) 1986-10-03 1990-09-04 Western Atlas International, Inc. Seismic streamer cable
US4890264A (en) * 1988-03-21 1989-12-26 Atlantic Richfield Company Seismic exploration method and apparatus for cancelling non-uniformly distributed noise
US4821241A (en) 1988-05-23 1989-04-11 Teledyne Exploration Co. Noise-cancelling streamer cable
US5138583A (en) 1991-05-22 1992-08-11 Halliburton Geophysical Services, Inc. Noise attenuation method
US5237538A (en) 1992-02-20 1993-08-17 Mobil Oil Corporation Method for removing coherent noise from an array of seismic traces
US5251183A (en) 1992-07-08 1993-10-05 Mcconnell Joseph R Apparatus and method for marine seismic surveying utilizing adaptive signal processing
US5392213A (en) 1992-10-23 1995-02-21 Exxon Production Research Company Filter for removal of coherent noise from seismic data
GB2273359B (en) 1992-12-12 1997-01-15 Schlumberger Ltd Method for improving signal to noise ratio
GB2273358A (en) * 1992-12-12 1994-06-15 Schlumberger Ltd Improving signal to noise ratio from a geophone array
US5365492A (en) 1993-08-04 1994-11-15 Western Atlas International, Inc. Method for reverberation suppression
US5448531A (en) * 1994-05-05 1995-09-05 Western Atlas International Method for attenuating coherent noise in marine seismic data
FR2725035A1 (en) 1994-09-23 1996-03-29 Geophysique Cie Gle SEISMIC PROSPECTION PROCESS WITH APPLICATION OF A SELF-DECONVOLUATED PREDICTION ERROR FILTER
GB9426088D0 (en) 1994-12-23 1995-02-22 Geco As Data compression for uncorrelated vibroseis traces
US5572483A (en) 1995-07-25 1996-11-05 Western Atlas International, Inc. Method of reducing noise in seismic signals by adaptive filtering of a noise reference
GB2309082B (en) * 1996-01-09 1999-12-01 Geco As Noise filtering method
GB2337591B (en) * 1998-05-20 2000-07-12 Geco As Adaptive seismic noise and interference attenuation method

Also Published As

Publication number Publication date
EA002508B1 (en) 2002-06-27
ID28018A (en) 2001-05-03
US6651007B2 (en) 2003-11-18
CN1203324C (en) 2005-05-25
WO1999060423A1 (en) 1999-11-25
NO332104B1 (en) 2012-06-25
EA200001210A1 (en) 2001-06-25
US20030078734A1 (en) 2003-04-24
EP1082623B1 (en) 2002-07-31
EP1082623A1 (en) 2001-03-14
OA11771A (en) 2005-07-25
AU3945599A (en) 1999-12-06
CN1306621A (en) 2001-08-01
US6446008B1 (en) 2002-09-03
NO20005825D0 (en) 2000-11-17
BR9911035A (en) 2001-02-06
DK1082623T3 (en) 2002-12-02
DE69902386D1 (en) 2002-09-05
CA2332374C (en) 2007-10-09
GB9810708D0 (en) 1998-07-15
AU759810B2 (en) 2003-05-01
CA2332374A1 (en) 1999-11-25
NZ508139A (en) 2002-03-28
BR9911035B1 (en) 2011-10-18
GB2337591B (en) 2000-07-12
DE69902386T2 (en) 2003-03-13
ES2181432T3 (en) 2003-02-16
GB2337591A (en) 1999-11-24
NO20005825L (en) 2001-01-11

Similar Documents

Publication Publication Date Title
ATE221669T1 (en) ADAPTIVE ATTENUATION METHOD FOR REDUCING SEISMIC NOISE AND INTERFERENCE
CA2148150A1 (en) Method for Attenuating Coherent Noise in Marine Seismic Data
Askari et al. Ground roll attenuation using the S and x‐f‐k transforms
Mykkeltveit et al. Seismic array configuration optimization
WO2006096349A3 (en) Radon transformations for removal of noise from seismic data
GB2425596B (en) Seismic streamer system and method
NO20056036L (en) Noise reduction in seismic signals by frequency-dependent weighing
WO2003096031A3 (en) Voice activity detection (vad) devices and methods for use with noise suppression systems
Otis et al. Homomorphic deconvolution by log spectral averaging
HK1024302A1 (en) Method of reduction of noise from seismic data traces.
Özbek Adaptive beamforming with generalized linear constraints
MY115921A (en) Method for removing seismic noise caused by external activity
Chiu et al. Attenuation of coherent noise using localized-adaptive eigenimage filter
WO2004068149A3 (en) Noise reduction for spectroscopic signal processing
Silva et al. A single-trace singular-value decomposition method with application to the ground-roll removal
Niemiller et al. Evidence for hearing loss in amblyopsid cavefishes
EP0689064B1 (en) Methods of adaptively reducing noise transients in co-sensor seismic signals
Harris et al. Interference suppression by adaptive cancellation in a high Arctic seismic experiment
US4972382A (en) Time variant suppression of coherent noise signals in a seismic section
Deffenbaugh et al. OBC multiple suppression with the Texas two-step
Øzdemir A Multidimensional Burst Noise Attenuation Algorithm for Seismic Data
van der Neut et al. Up/down wavefield decomposition by sparse inversion
Aiyuan et al. Random noise attenuation under surface-consistent consideration
Lee Processing of single channel air and water gun data for imaging an impact structure at the Chesapeake Bay
Dong et al. The Application of Noise Attenuation Method Based on Frequency and Amplitude in China's Bohai Bay

Legal Events

Date Code Title Description
UEP Publication of translation of european patent specification

Ref document number: 1082623

Country of ref document: EP

REN Ceased due to non-payment of the annual fee